Souvik Chakraborty

Identifiers

• name variant Souvik Chakraborty 0.60 · backfill

Papers (13)

1. Anisotropic Crystallization Kinetics and Interfacial Dynamics of Phase-Change Material Sb$_2$S$_3$ from Machine Learning Force Field Simulations cond-mat.mtrl-sci · 2026 · author #1
2. Stochastic Smoothed Particle Hydrodynamics for Stochastic Mechanics Problems cs.CE · 2026 · author #4
3. Hardware-Software Co-Design for Event-Driven SNN Deployment on Low-Cost Neuromorphic FPGAs cs.AR · 2026 · author #2
4. When Spike Sparsity Does Not Translate to Deployed Cost: VS-WNO on Jetson Orin Nano cs.LG · 2026 · author #3
5. Neuroscience Inspired Graph Operators Towards Edge-Deployable Virtual Sensing for Irregular Geometries cs.LG · 2026 · author #4
6. Beyond Uniform Sampling: Synergistic Active Learning and Input Denoising for Robust Neural Operators cs.LG · 2026 · author #2
7. Gradient-Free Continual Learning in Spiking Neural Networks via Inter-Spike Interval Regularization cs.NE · 2026 · author #3
8. SCNO: Spiking Compositional Neural Operator -- Towards a Neuromorphic Foundation Model for Nuclear PDE Solving cs.LG · 2026 · author #2
9. Learning the Stellar Structure Equations via Self-supervised Physics-Informed Neural Networks astro-ph.SR · 2026 · author #10
10. Agentic Physical AI toward a Domain-Specific Foundation Model for Nuclear Reactor Control cs.AI · 2025 · author #7
11. Transfer learning enhanced physics informed neural network for phase-field modeling of fracture stat.ML · 2019 · author #3
12. Threshold shift method for reliability-based design optimization cs.NA · 2019 · author #2
13. A Gaussian process latent force model for joint input-state estimation in linear structural systems cs.LG · 2019 · author #2

Mentions

• 2512.23292 #7 · arxiv_oai · confidence 0.70 Souvik Chakraborty
• 2605.20785 #1 · arxiv_oai · confidence 0.70 Souvik Chakraborty

Frequent Coauthors

• Syed Bahauddin Alam 7 shared papers
• Samrendra Roy 4 shared papers
• Kazuma Kobayashi 3 shared papers
• Sajedul Talukder 2 shared papers
• Somdatta Goswami 2 shared papers
• Timon Rabczuk 2 shared papers
• Aggelos Katsaggelos 1 shared papers
• Almudena P. Marquez 1 shared papers
• Cheolsoo Park 1 shared papers
• Christoph Wuersch 1 shared papers
• Cosmin Anitescu 1 shared papers
• Farid Ahmed 1 shared papers
• Jason Yoo 1 shared papers
• Jay Yoo 1 shared papers
• Jiwoon Lee 1 shared papers
• Manuel Ballester 1 shared papers
• Md Rushdie Ibne Islam 1 shared papers
• Mridul Tiwari 1 shared papers
• Patrick Koller 1 shared papers
• Philipp M. Srivastava 1 shared papers